ICLR

Reverse Engineering of Imperceptible Adversarial Image Perturbations

FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach

Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning

AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition

VA-RED^2: Video Adaptive Redundancy Reduction

Nano-Material Configuration Design with Deep Surrogate Langevin Dynamics

Lite Transformer with Long-Short Range Attention

Robust Overfitting may be mitigated by properly learned smoothening

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

Generating Adversarial Computer Programs using Optimized Obfuscations

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics.

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

Learning Task Decomposition with Ordered Memory Policy Network

SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness

Individually Fair Gradient Boosting

Individually Fair Rankings

Statistical inference for individual fairness

Learning-based Support Estimation In Sublinear Time

Large Associative Memory Problem in Neurobiology and Machine Learning

Can a Fruit Fly Learn Word Embeddings?

Sign-OPT: Defending the hard-label black-box cyber attack

SenSR: the first practical algorithm for individual fairness

Why Gradient Clipping accelerates training for neural networks

CLEVRER: The first video dataset for neuro-symbolic reasoning

Fast and efficient black-box testing for AI cybersecurity

Learning to learn with distributional signatures for text data

Layer-wise federated learning with FedMA

Learning Rate Rewinding for elegant neural network pruning

Generative Ratio Matching Networks

Implementation Matters in Deep RL: A Case Study on PPO and TRPO

Once for All: Train One Network and Specialize it for Efficient Deployment

Deep Audio Priors Emerge From Harmonic Convolutional Networks

A Closer Look at Deep Policy Gradients